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Generative AI in action / Amit Bahree ; foreword by Eric Boyd.

By: Contributor(s): Material type: TextDescription: xxiv, 438 pages : illustrations ; 24 cmISBN:
  • 9781633436947
Other title:
  • Generative Artificial Intelligence in action
Subject(s): DDC classification:
  • 006.35 23 B1516g
Contents:
Introduction to generative AI -- Introduction to large language models -- Working through an API : generating text -- From pixels to pictures : generating images -- What else can AI generate? -- Guide to prompt engineering -- Retrieval-augmented generation : the secret weapon -- Chatting with your data -- Tailoring models with model adaptation and fine-tuning -- Application architecture for generative AI apps -- Scaling up : best practices for production deployment -- Evaluations and benchmarks -- Guide to ethical GenAI : principles, practices, and pitfalls.
Summary: Generative AI in Action presents concrete examples, insights, and techniques for using LLMs and other modern AI technologies successfully.
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Includes bibliographical references (pages 429-432) and index.

Introduction to generative AI -- Introduction to large language models -- Working through an API : generating text -- From pixels to pictures : generating images -- What else can AI generate? -- Guide to prompt engineering -- Retrieval-augmented generation : the secret weapon -- Chatting with your data -- Tailoring models with model adaptation and fine-tuning -- Application architecture for generative AI apps -- Scaling up : best practices for production deployment -- Evaluations and benchmarks -- Guide to ethical GenAI : principles, practices, and pitfalls.

Generative AI in Action presents concrete examples, insights, and techniques for using LLMs and other modern AI technologies successfully.

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